Foundations and advances in data mining:
Gespeichert in:
Weitere Verfasser: | |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Berlin u.a.
Springer
2005
|
Schriftenreihe: | Studies in fuzziness and soft computing
180 |
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | X, 340 S. graph. Darst. |
ISBN: | 9783540250579 3540250573 9783642425387 |
Internformat
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Datensatz im Suchindex
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adam_text |
Contents
Part I Foundations of Data Mining
The Mathematics of Learning: Dealing
with Data
T. Poggio, S. Smale 3
Logical Regression Analysis: From Mathematical Formulas
to Linguistic Rules
H. Tsukirnoto 21
A Feature/Attribute Theory for Association Mining
and Constructing the Complete Feature Set
Tsaii Young Lin 63
A New Theoretical Framework for K Means Type Clustering
./. Peng, Y. Xia 79
Part II Recent Advances in Data Mining
Clustering Via Decision Tree Construction
B. Liu, Y. Xia, P.S. Yu 99
Incremental Mining on Association Rules
W. G. Teng, M.S. Chen 125
Mining Association Rules from Tabular Data Guided
by Maximal Frequent Itemsets
Q. Zou, Y. Chen, W. W. Chu. X. Lu 163
X Contents
Sequential Pattern Mining
by Pattern Growth: Principles
and Extensions
J. Han, J. Pei. X. Yan 183
Web Page Classification
B. Choi. Z. Yao 221
Web Mining Concepts, Applications
and Research Directions
J. Snvastava. P. Desikan. V. Kumar 275
Privacy Preserving Data Mining
C. Clifton, M. Kantarcioglu, J. Vaidya 309 |
adam_txt |
Contents
Part I Foundations of Data Mining
The Mathematics of Learning: Dealing
with Data
T. Poggio, S. Smale 3
Logical Regression Analysis: From Mathematical Formulas
to Linguistic Rules
H. Tsukirnoto 21
A Feature/Attribute Theory for Association Mining
and Constructing the Complete Feature Set
Tsaii Young Lin 63
A New Theoretical Framework for K Means Type Clustering
./. Peng, Y. Xia 79
Part II Recent Advances in Data Mining
Clustering Via Decision Tree Construction
B. Liu, Y. Xia, P.S. Yu 99
Incremental Mining on Association Rules
W. G. Teng, M.S. Chen 125
Mining Association Rules from Tabular Data Guided
by Maximal Frequent Itemsets
Q. Zou, Y. Chen, W. W. Chu. X. Lu 163
X Contents
Sequential Pattern Mining
by Pattern Growth: Principles
and Extensions
J. Han, J. Pei. X. Yan 183
Web Page Classification
B. Choi. Z. Yao 221
Web Mining Concepts, Applications
and Research Directions
J. Snvastava. P. Desikan. V. Kumar 275
Privacy Preserving Data Mining
C. Clifton, M. Kantarcioglu, J. Vaidya 309 |
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callnumber-raw | QA76.9.D343 |
callnumber-search | QA76.9.D343 |
callnumber-sort | QA 276.9 D343 |
callnumber-subject | QA - Mathematics |
classification_rvk | ST 530 |
ctrlnum | (OCoLC)253927033 (DE-599)BVBBV021248784 |
dewey-full | 006.312 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.312 |
dewey-search | 006.312 |
dewey-sort | 16.312 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
discipline_str_mv | Informatik |
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series | Studies in fuzziness and soft computing |
series2 | Studies in fuzziness and soft computing |
spelling | Foundations and advances in data mining Wesley Chu... (eds.) Berlin u.a. Springer 2005 X, 340 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in fuzziness and soft computing 180 Exploration de données (Informatique) Data mining Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s DE-604 Chu, Wesley 1976- (DE-588)130377392 edt Studies in fuzziness and soft computing 180 (DE-604)BV021858135 180 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014570218&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Foundations and advances in data mining Studies in fuzziness and soft computing Exploration de données (Informatique) Data mining Data Mining (DE-588)4428654-5 gnd |
subject_GND | (DE-588)4428654-5 (DE-588)4143413-4 |
title | Foundations and advances in data mining |
title_auth | Foundations and advances in data mining |
title_exact_search | Foundations and advances in data mining |
title_exact_search_txtP | Foundations and advances in data mining |
title_full | Foundations and advances in data mining Wesley Chu... (eds.) |
title_fullStr | Foundations and advances in data mining Wesley Chu... (eds.) |
title_full_unstemmed | Foundations and advances in data mining Wesley Chu... (eds.) |
title_short | Foundations and advances in data mining |
title_sort | foundations and advances in data mining |
topic | Exploration de données (Informatique) Data mining Data Mining (DE-588)4428654-5 gnd |
topic_facet | Exploration de données (Informatique) Data mining Data Mining Aufsatzsammlung |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014570218&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV021858135 |
work_keys_str_mv | AT chuwesley foundationsandadvancesindatamining |